microsoft/nni

AI DevOps

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

GitHub →Website →

6.9

GitHub Metrics

Stars

14.3k

Forks

1.9k

Open Issues

415

Watchers

277

Contributors

191

Weekly Commits

Language

Python

License

MIT

Last Commit

Jul 3, 2024

Created

Jun 1, 2018

Latest Release

v3.0

Release Date

Sep 14, 2023

Synced: Apr 16, 2026

Quality Scores

Documentation Qualityw: 20%

8.1

Has docs site (https://nni.readthedocs.io). Description: 175 chars. Stars signal: 14,346. Contributors: 191. Score: 8.1/10

Community Healthw: 20%

8.5

Stars: 14,346. Contributors: 191. Watchers: 277. Forks: 1,854. Issue ratio: 2.9%. Score: 8.5/10

Maintenance Velocityw: 15%

0.8

Last commit: 652d ago. Weekly commits: 0. Latest release: v3.0. Maturity bonus: 7.9y old. Score: 0.8/10

API Design & DXw: 20%

7.6

Stars/issues ratio: 35. Dynamic language: Python. Has documentation site. Permissive license: MIT. Popularity signal: 14,346 stars. Score: 7.6/10

Production Readinessw: 15%

7.0

Battle-tested: 14,346 stars. Peer review: 191 contributors. Versioned: v3.0. Licensed: MIT. Age: 7.9 years. Maintenance: last commit 652d ago. Score: 7/10

Ecosystem Integrationw: 10%

8.5

Fork interest: 1,854. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 14,346 stars. Has web presence. Score: 8.5/10